Exploring State Space Models in LiDAR Point Cloud Segmentation

Mamba has achieved significant success in various fields due to its ability to efficiently model long-range dependencies with linear complexity. However, its application in LiDAR point cloud processing is still in its early stages, facing challenges such as unordered and irregular data structures. I...

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Bibliographic Details
Main Authors: D. Lu, L. Xu, R. Wang, J. Li
Format: Article
Language:English
Published: Copernicus Publications 2025-07-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-G-2025/1015/2025/isprs-archives-XLVIII-G-2025-1015-2025.pdf
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